Selected Publications

You can also find comprehensive list of my articles on my Google Scholar profile.

The transformational role of GPU computing and deep learning in drug discovery.

Pandey, M., Fernandez, M., Gentile, F. et al. The transformational role of GPU computing and deep learning in drug discovery. Nat Mach Intell 4, 211–221 (2022). https://doi.org/10.1038/s42256-022-00463-x

Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing

Pandey M, Xu Z, Sholle E, Maliakal G, Singh G, Fatima Z, AlAref SJ, et al. "Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing." PLoS One. 2020 Jul 30;15(7):e0236827.doi: 10.1371/journal.pone.0236827. PMID: 32730362; PMCID: PMC7392233.

Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging

AlAref SJ, Anchouche K, Singh G, Slomka PJ, Kolli KK, Kumar A, Pandey M, Maliakal G, van Rosendael AR, Beecy AN, et al. Eur Heart J. 2019 Jun 21;40(24):1975-1986. doi: 10.1093/eurheartj/ehy404. PMID: 30060039.

Tracking immigration discussion in social media: A survey on deep learning based natural language processing for social media insights

Pandey M, Hayman S. American Association for Public Opinion Research 2020 [Accepted] Not Presented due to COVID-19

DEEP LEARNING BASED AUTOMATIC SEGMENTATION OF CARDIAC COMPUTED TOMOGRAPHY

G. Singh, S. Alaref, G. Maliakal, M. Pandey, A. van Rosendael, B. Lee, J.Wang, Z. Xu, and J. Min. Journal of the American College of Cardiology, vol. 73, no. 9 Supplement 1, p. 1643 doi: 10.1016/S0735-1097(19)32249-1

[C] Automated diagnosis of echocardiographic views using deep learning: P2-39

G. Singh, G. Maliakal, S. Al‘Aref, A. Dwivedi, M. Pandey, A. Kumar, M. Gummalla, P. Dunham, M. Gomez, H.-J. Chang, et al. Journal of the American Society of Echocardiography, vol. 31, no. 6, 2018

[C] Conference

Mohit Pandey